Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 20336 |
| Missing cells | 222441 |
| Missing cells (%) | 24.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.8 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 38 |
|---|---|
| Unsupported | 1 |
| Categorical | 5 |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Temp has 235 (1.2%) missing values | Missing |
SBP has 258 (1.3%) missing values | Missing |
DBP has 7384 (36.3%) missing values | Missing |
EtCO2 has 20336 (100.0%) missing values | Missing |
BaseExcess has 7684 (37.8%) missing values | Missing |
HCO3 has 535 (2.6%) missing values | Missing |
FiO2 has 8349 (41.1%) missing values | Missing |
pH has 7155 (35.2%) missing values | Missing |
PaCO2 has 7759 (38.2%) missing values | Missing |
SaO2 has 12373 (60.8%) missing values | Missing |
AST has 14443 (71.0%) missing values | Missing |
BUN has 427 (2.1%) missing values | Missing |
Alkalinephos has 14633 (72.0%) missing values | Missing |
Calcium has 3789 (18.6%) missing values | Missing |
Chloride has 542 (2.7%) missing values | Missing |
Creatinine has 461 (2.3%) missing values | Missing |
Bilirubin_direct has 19750 (97.1%) missing values | Missing |
Glucose has 407 (2.0%) missing values | Missing |
Lactate has 12603 (62.0%) missing values | Missing |
Magnesium has 1388 (6.8%) missing values | Missing |
Phosphate has 3650 (17.9%) missing values | Missing |
Potassium has 433 (2.1%) missing values | Missing |
Bilirubin_total has 14566 (71.6%) missing values | Missing |
TroponinI has 19847 (97.6%) missing values | Missing |
Hct has 364 (1.8%) missing values | Missing |
Hgb has 507 (2.5%) missing values | Missing |
PTT has 4496 (22.1%) missing values | Missing |
WBC has 625 (3.1%) missing values | Missing |
Fibrinogen has 17769 (87.4%) missing values | Missing |
Platelets has 585 (2.9%) missing values | Missing |
Unit1 has 9522 (46.8%) missing values | Missing |
Unit2 has 9522 (46.8%) missing values | Missing |
PatientID has unique values | Unique |
EtCO2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
BaseExcess has 2996 (14.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:21:47.999856 |
|---|---|
| Analysis finished | 2021-11-29 10:21:57.646149 |
| Duration | 9.65 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 20336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10173.60651 |
| Minimum | 1 |
|---|---|
| Maximum | 20643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1017.75 |
| Q1 | 5084.75 |
| median | 10168.5 |
| Q3 | 15252.25 |
| 95-th percentile | 19320.25 |
| Maximum | 20643 |
| Range | 20642 |
| Interquartile range (IQR) | 10167.5 |
Descriptive statistics
| Standard deviation | 5879.461518 |
|---|---|
| Coefficient of variation (CV) | 0.5779132024 |
| Kurtosis | -1.192915145 |
| Mean | 10173.60651 |
| Median Absolute Deviation (MAD) | 5084 |
| Skewness | 0.005160825078 |
| Sum | 206890462 |
| Variance | 34568067.75 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 13556 | 1 | < 0.1% |
| 13563 | 1 | < 0.1% |
| 13562 | 1 | < 0.1% |
| 13561 | 1 | < 0.1% |
| 13560 | 1 | < 0.1% |
| 13559 | 1 | < 0.1% |
| 13558 | 1 | < 0.1% |
| 13557 | 1 | < 0.1% |
| 13555 | 1 | < 0.1% |
| Other values (20326) | 20326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 20643 | 1 | |
| 20642 | 1 | |
| 20641 | 1 | |
| 20640 | 1 | |
| 20639 | 1 | |
| 20638 | 1 | |
| 20637 | 1 | |
| 20636 | 1 | |
| 20635 | 1 | |
| 20634 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 353 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.06217113 |
| Minimum | 30 |
|---|---|
| Maximum | 151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 74 |
| median | 83.5 |
| Q3 | 93 |
| 95-th percentile | 109 |
| Maximum | 151 |
| Range | 121 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.66009796 |
|---|---|
| Coefficient of variation (CV) | 0.1743958996 |
| Kurtosis | 0.2189910597 |
| Mean | 84.06217113 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.3030333462 |
| Sum | 1709404.25 |
| Variance | 214.9184721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 700 | 3.4% |
| 90 | 476 | 2.3% |
| 88 | 475 | 2.3% |
| 84 | 444 | 2.2% |
| 82 | 430 | 2.1% |
| 85 | 412 | 2.0% |
| 79 | 411 | 2.0% |
| 70 | 404 | 2.0% |
| 77 | 398 | 2.0% |
| 87 | 394 | 1.9% |
| Other values (343) | 15791 |
| Value | Count | Frequency (%) |
| 30 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 38.5 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| 42 | 3 | |
| 43 | 5 |
| Value | Count | Frequency (%) |
| 151 | 2 | |
| 149 | 2 | |
| 147 | 2 | |
| 144 | 1 | < 0.1% |
| 142.75 | 1 | < 0.1% |
| 142.5 | 3 | |
| 142 | 2 | |
| 141.5 | 2 | |
| 140 | 2 | |
| 139.5 | 1 | < 0.1% |
O2Sat
Real number (ℝ≥0)
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.47929787 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 96 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.316854526 |
|---|---|
| Coefficient of variation (CV) | 0.0237676571 |
| Kurtosis | 126.0227646 |
| Mean | 97.47929787 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -6.629905027 |
| Sum | 1981169.25 |
| Variance | 5.367814894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 3484 | |
| 97 | 3382 | |
| 100 | 3198 | |
| 99 | 2968 | |
| 96 | 2590 | |
| 95 | 1307 | 6.4% |
| 94 | 548 | 2.7% |
| 97.5 | 438 | 2.2% |
| 98.5 | 370 | 1.8% |
| 96.5 | 340 | 1.7% |
| Other values (76) | 1699 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 34.25 | 1 | |
| 49 | 1 | |
| 51.75 | 1 | |
| 55.5 | 1 | |
| 57.5 | 1 | |
| 58 | 1 | |
| 63 | 1 | |
| 64.25 | 1 | |
| 65 | 2 |
| Value | Count | Frequency (%) |
| 100 | 3198 | |
| 99.75 | 67 | 0.3% |
| 99.5 | 250 | 1.2% |
| 99.25 | 68 | 0.3% |
| 99 | 2968 | |
| 98.75 | 74 | 0.4% |
| 98.5 | 370 | 1.8% |
| 98.25 | 72 | 0.4% |
| 98 | 3484 | |
| 97.75 | 72 | 0.4% |
| Distinct | 547 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 235 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.94550992 |
| Minimum | 30.5 |
|---|---|
| Maximum | 40.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 36.06 |
| Q1 | 36.56 |
| median | 36.94 |
| Q3 | 37.33 |
| 95-th percentile | 37.89 |
| Maximum | 40.03 |
| Range | 9.53 |
| Interquartile range (IQR) | 0.77 |
Descriptive statistics
| Standard deviation | 0.5880792486 |
|---|---|
| Coefficient of variation (CV) | 0.01591747549 |
| Kurtosis | 2.959195879 |
| Mean | 36.94550992 |
| Median Absolute Deviation (MAD) | 0.38 |
| Skewness | -0.3045890144 |
| Sum | 742641.695 |
| Variance | 0.3458372027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 805 | 4.0% |
| 36.89 | 662 | 3.3% |
| 36.67 | 657 | 3.2% |
| 36.78 | 460 | 2.3% |
| 36.56 | 442 | 2.2% |
| 37.5 | 430 | 2.1% |
| 36.5 | 397 | 2.0% |
| 36.72 | 390 | 1.9% |
| 37.17 | 386 | 1.9% |
| 37.11 | 368 | 1.8% |
| Other values (537) | 15104 |
| Value | Count | Frequency (%) |
| 30.5 | 1 | |
| 31.67 | 1 | |
| 32.35 | 1 | |
| 32.52 | 1 | |
| 32.64 | 1 | |
| 32.9 | 1 | |
| 33 | 1 | |
| 33.11 | 1 | |
| 33.15 | 1 | |
| 33.25 | 1 |
| Value | Count | Frequency (%) |
| 40.03 | 1 | |
| 39.7 | 1 | |
| 39.61 | 1 | |
| 39.5 | 1 | |
| 39.35 | 1 | |
| 39.33 | 2 | |
| 39.3 | 1 | |
| 39.28 | 1 | |
| 39.22 | 1 | |
| 39.15 | 1 |
| Distinct | 497 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 258 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.8992283 |
| Minimum | 35 |
|---|---|
| Maximum | 216 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 96.5 |
| Q1 | 107.75 |
| median | 117.5 |
| Q3 | 130 |
| 95-th percentile | 151 |
| Maximum | 216 |
| Range | 181 |
| Interquartile range (IQR) | 22.25 |
Descriptive statistics
| Standard deviation | 17.09910417 |
|---|---|
| Coefficient of variation (CV) | 0.1426122955 |
| Kurtosis | 0.5591623812 |
| Mean | 119.8992283 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.5726205633 |
| Sum | 2407336.705 |
| Variance | 292.3793633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 365 | 1.8% |
| 109 | 359 | 1.8% |
| 112 | 357 | 1.8% |
| 111 | 355 | 1.7% |
| 115 | 352 | 1.7% |
| 117 | 343 | 1.7% |
| 116 | 343 | 1.7% |
| 114 | 340 | 1.7% |
| 113 | 334 | 1.6% |
| 119 | 327 | 1.6% |
| Other values (487) | 16603 |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 36 | 1 | |
| 45 | 1 | |
| 55 | 1 | |
| 56 | 2 | |
| 56.5 | 1 | |
| 57 | 1 | |
| 58.5 | 1 | |
| 61 | 1 | |
| 62.5 | 1 |
| Value | Count | Frequency (%) |
| 216 | 1 | < 0.1% |
| 206 | 1 | < 0.1% |
| 199.5 | 1 | < 0.1% |
| 192 | 1 | < 0.1% |
| 191.5 | 1 | < 0.1% |
| 191 | 1 | < 0.1% |
| 190 | 2 | |
| 187 | 2 | |
| 186 | 1 | < 0.1% |
| 185 | 4 |
| Distinct | 854 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.93093882 |
| Minimum | 22 |
|---|---|
| Maximum | 142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 62.5 |
| Q1 | 70 |
| median | 76.25 |
| Q3 | 84.5 |
| 95-th percentile | 98 |
| Maximum | 142 |
| Range | 120 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 11.1309419 |
|---|---|
| Coefficient of variation (CV) | 0.1428308457 |
| Kurtosis | 0.934054842 |
| Mean | 77.93093882 |
| Median Absolute Deviation (MAD) | 6.92 |
| Skewness | 0.677033949 |
| Sum | 1584647.71 |
| Variance | 123.8978676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72 | 534 | 2.6% |
| 73 | 495 | 2.4% |
| 71 | 494 | 2.4% |
| 74 | 491 | 2.4% |
| 76 | 483 | 2.4% |
| 75 | 480 | 2.4% |
| 70 | 465 | 2.3% |
| 69 | 443 | 2.2% |
| 77 | 416 | 2.0% |
| 68 | 411 | 2.0% |
| Other values (844) | 15622 |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 27.25 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 34.5 | 1 | < 0.1% |
| 35.83 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 2 | |
| 43.25 | 1 | < 0.1% |
| 43.42 | 1 | < 0.1% |
| 44 | 3 |
| Value | Count | Frequency (%) |
| 142 | 1 | |
| 139 | 1 | |
| 134 | 1 | |
| 133.5 | 1 | |
| 133 | 1 | |
| 131.085 | 1 | |
| 130 | 1 | |
| 128.67 | 1 | |
| 128.5 | 1 | |
| 128 | 1 |
| Distinct | 279 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 7384 |
| Missing (%) | 36.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.51185145 |
| Minimum | 22 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 53 |
| median | 58 |
| Q3 | 65 |
| 95-th percentile | 78 |
| Maximum | 134 |
| Range | 112 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.02244819 |
|---|---|
| Coefficient of variation (CV) | 0.1684109626 |
| Kurtosis | 1.393943938 |
| Mean | 59.51185145 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7247974181 |
| Sum | 770797.5 |
| Variance | 100.4494677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 460 | 2.3% |
| 57 | 454 | 2.2% |
| 56 | 422 | 2.1% |
| 53 | 421 | 2.1% |
| 58 | 398 | 2.0% |
| 59 | 396 | 1.9% |
| 54 | 387 | 1.9% |
| 52 | 379 | 1.9% |
| 60 | 377 | 1.9% |
| 62 | 359 | 1.8% |
| Other values (269) | 8899 | |
| (Missing) | 7384 |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 5 | |
| 30 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 31.5 | 1 | < 0.1% |
| 31.75 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 1 | |
| 131 | 1 | |
| 112 | 1 | |
| 110.75 | 1 | |
| 110 | 1 | |
| 109.5 | 1 | |
| 108.5 | 1 | |
| 108 | 2 | |
| 107 | 1 | |
| 105 | 1 |
Resp
Real number (ℝ≥0)
| Distinct | 156 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 28 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.3511333 |
| Minimum | 6 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 16 |
| median | 18 |
| Q3 | 20.5 |
| 95-th percentile | 25 |
| Maximum | 42 |
| Range | 36 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.862887796 |
|---|---|
| Coefficient of variation (CV) | 0.2104985961 |
| Kurtosis | 1.457467162 |
| Mean | 18.3511333 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8452002569 |
| Sum | 372674.815 |
| Variance | 14.92190212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 2060 | 10.1% |
| 18 | 2007 | 9.9% |
| 17 | 1741 | 8.6% |
| 20 | 1562 | 7.7% |
| 19 | 1385 | 6.8% |
| 15 | 1272 | 6.3% |
| 14 | 1206 | 5.9% |
| 21 | 991 | 4.9% |
| 22 | 875 | 4.3% |
| 23 | 572 | 2.8% |
| Other values (146) | 6637 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 8 | 8 | < 0.1% |
| 8.25 | 1 | < 0.1% |
| 9 | 8 | < 0.1% |
| 9.5 | 4 | < 0.1% |
| 10 | 71 | |
| 10.125 | 1 | < 0.1% |
| 10.25 | 1 | < 0.1% |
| 10.5 | 12 | 0.1% |
| 10.625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| 40 | 2 | |
| 38.5 | 2 | |
| 38 | 1 | < 0.1% |
| 37.5 | 1 | < 0.1% |
| 37 | 4 | |
| 36.75 | 1 | < 0.1% |
| 36.5 | 2 | |
| 36.25 | 2 |
| Distinct | 125 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 7684 |
| Missing (%) | 37.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3486998103 |
| Minimum | -25.5 |
|---|---|
| Maximum | 25 |
| Zeros | 2996 |
| Zeros (%) | 14.7% |
| Negative | 5559 |
| Negative (%) | 27.3% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -25.5 |
|---|---|
| 5-th percentile | -6 |
| Q1 | -2 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 25 |
| Range | 50.5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.845161744 |
|---|---|
| Coefficient of variation (CV) | -11.02714034 |
| Kurtosis | 5.010842562 |
| Mean | -0.3486998103 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.08744974129 |
| Sum | -4411.75 |
| Variance | 14.78526884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2996 | 14.7% |
| -1 | 1165 | 5.7% |
| -2 | 913 | 4.5% |
| 1 | 875 | 4.3% |
| -3 | 715 | 3.5% |
| 2 | 665 | 3.3% |
| 3 | 480 | 2.4% |
| -4 | 476 | 2.3% |
| -0.5 | 353 | 1.7% |
| 4 | 344 | 1.7% |
| Other values (115) | 3670 | |
| (Missing) | 7684 |
| Value | Count | Frequency (%) |
| -25.5 | 1 | < 0.1% |
| -25 | 1 | < 0.1% |
| -24.5 | 1 | < 0.1% |
| -24 | 2 | < 0.1% |
| -23 | 1 | < 0.1% |
| -22.25 | 1 | < 0.1% |
| -21.5 | 1 | < 0.1% |
| -21 | 2 | < 0.1% |
| -20.5 | 1 | < 0.1% |
| -20 | 5 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 21 | 3 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 5 | |
| 18 | 9 | |
| 17.5 | 1 | < 0.1% |
| 17 | 5 | |
| 16.5 | 1 | < 0.1% |
| 16 | 11 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 535 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.40773193 |
| Minimum | 5 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 22 |
| median | 24 |
| Q3 | 26.5 |
| 95-th percentile | 31 |
| Maximum | 55 |
| Range | 50 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.936552844 |
|---|---|
| Coefficient of variation (CV) | 0.1612830252 |
| Kurtosis | 3.050904352 |
| Mean | 24.40773193 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3942297783 |
| Sum | 483297.5 |
| Variance | 15.4964483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 2056 | 10.1% |
| 24 | 1972 | 9.7% |
| 23 | 1783 | 8.8% |
| 26 | 1670 | 8.2% |
| 22 | 1407 | 6.9% |
| 27 | 1248 | 6.1% |
| 21 | 921 | 4.5% |
| 28 | 833 | 4.1% |
| 20 | 684 | 3.4% |
| 24.5 | 589 | 2.9% |
| Other values (91) | 6638 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 7 | |
| 8.5 | 2 | < 0.1% |
| 9 | 8 | |
| 9.5 | 2 | < 0.1% |
| 10 | 8 | |
| 10.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 47.5 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46.5 | 1 | < 0.1% |
| 46 | 3 | |
| 45.5 | 1 | < 0.1% |
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 8349 |
| Missing (%) | 41.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.509014766 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.35 |
| Q1 | 0.4 |
| median | 0.5 |
| Q3 | 0.5 |
| 95-th percentile | 0.9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.1741220653 |
|---|---|
| Coefficient of variation (CV) | 0.3420766486 |
| Kurtosis | 737.4129205 |
| Mean | 0.509014766 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 14.6051189 |
| Sum | 6101.56 |
| Variance | 0.03031849361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 4390 | |
| 0.4 | 3627 | |
| 0.6 | 811 | 4.0% |
| 1 | 506 | 2.5% |
| 0.7 | 483 | 2.4% |
| 0.45 | 419 | 2.1% |
| 0.35 | 313 | 1.5% |
| 0.55 | 260 | 1.3% |
| 0.3 | 165 | 0.8% |
| 0.8 | 135 | 0.7% |
| Other values (92) | 878 | 4.3% |
| (Missing) | 8349 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 4 | < 0.1% |
| 0.04 | 7 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.2 | 30 | |
| 0.205 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 1 | 506 | |
| 0.995 | 1 | < 0.1% |
| 0.99 | 5 | < 0.1% |
| 0.98 | 4 | < 0.1% |
| 0.975 | 3 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.965 | 2 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.955 | 1 | < 0.1% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 7155 |
| Missing (%) | 35.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.384674911 |
| Minimum | 6.63 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 6.63 |
|---|---|
| 5-th percentile | 7.29 |
| Q1 | 7.355 |
| median | 7.39 |
| Q3 | 7.42 |
| 95-th percentile | 7.47 |
| Maximum | 7.73 |
| Range | 1.1 |
| Interquartile range (IQR) | 0.065 |
Descriptive statistics
| Standard deviation | 0.05959166947 |
|---|---|
| Coefficient of variation (CV) | 0.008069640193 |
| Kurtosis | 8.812019318 |
| Mean | 7.384674911 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | -1.340091006 |
| Sum | 97337.4 |
| Variance | 0.003551167071 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 906 | 4.5% |
| 7.38 | 834 | 4.1% |
| 7.37 | 799 | 3.9% |
| 7.39 | 730 | 3.6% |
| 7.41 | 717 | 3.5% |
| 7.42 | 681 | 3.3% |
| 7.35 | 605 | 3.0% |
| 7.36 | 600 | 3.0% |
| 7.43 | 551 | 2.7% |
| 7.34 | 465 | 2.3% |
| Other values (143) | 6293 | |
| (Missing) | 7155 |
| Value | Count | Frequency (%) |
| 6.63 | 1 | |
| 6.65 | 1 | |
| 6.87 | 1 | |
| 6.9 | 1 | |
| 6.92 | 1 | |
| 6.94 | 1 | |
| 6.94 | 1 | |
| 6.96 | 2 | |
| 6.97 | 1 | |
| 6.975 | 1 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | |
| 7.695 | 1 | |
| 7.66 | 1 | |
| 7.63 | 1 | |
| 7.59 | 2 | |
| 7.585 | 1 | |
| 7.58 | 1 | |
| 7.575 | 1 | |
| 7.565 | 1 | |
| 7.56 | 1 |
| Distinct | 188 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 7759 |
| Missing (%) | 38.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.97686253 |
| Minimum | 10 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 37 |
| median | 40 |
| Q3 | 44 |
| 95-th percentile | 53 |
| Maximum | 99 |
| Range | 89 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.724370697 |
|---|---|
| Coefficient of variation (CV) | 0.1885056644 |
| Kurtosis | 7.101296055 |
| Mean | 40.97686253 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.691919114 |
| Sum | 515366 |
| Variance | 59.66590267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 733 | 3.6% |
| 39 | 680 | 3.3% |
| 41 | 669 | 3.3% |
| 38 | 665 | 3.3% |
| 42 | 627 | 3.1% |
| 37 | 594 | 2.9% |
| 43 | 564 | 2.8% |
| 36 | 535 | 2.6% |
| 44 | 502 | 2.5% |
| 35 | 411 | 2.0% |
| Other values (178) | 6597 | |
| (Missing) | 7759 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 15.5 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 18 | 2 | < 0.1% |
| 18.5 | 1 | < 0.1% |
| 19 | 4 | |
| 19.5 | 1 | < 0.1% |
| 20 | 6 | |
| 20.5 | 4 | |
| 21 | 9 |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 96.5 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 93.5 | 1 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| 89.5 | 1 | < 0.1% |
| 89 | 5 |
| Distinct | 158 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 12373 |
| Missing (%) | 60.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.95674997 |
| Minimum | 29.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 29.5 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 98 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 70.5 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 9.561328494 |
|---|---|
| Coefficient of variation (CV) | 0.1028578183 |
| Kurtosis | 5.396745734 |
| Mean | 92.95674997 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.381941831 |
| Sum | 740214.6 |
| Variance | 91.41900257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 2084 | 10.2% |
| 97 | 1364 | 6.7% |
| 96 | 701 | 3.4% |
| 99 | 459 | 2.3% |
| 97.5 | 344 | 1.7% |
| 95 | 339 | 1.7% |
| 96.5 | 229 | 1.1% |
| 94 | 205 | 1.0% |
| 98.5 | 198 | 1.0% |
| 95.5 | 109 | 0.5% |
| Other values (148) | 1931 | 9.5% |
| (Missing) | 12373 |
| Value | Count | Frequency (%) |
| 29.5 | 1 | |
| 30 | 1 | |
| 31 | 1 | |
| 31.5 | 1 | |
| 40 | 1 | |
| 40.5 | 1 | |
| 41.5 | 1 | |
| 42 | 2 | |
| 43 | 1 | |
| 44 | 2 |
| Value | Count | Frequency (%) |
| 100 | 21 | 0.1% |
| 99.5 | 3 | < 0.1% |
| 99 | 459 | 2.3% |
| 98.9 | 1 | < 0.1% |
| 98.75 | 3 | < 0.1% |
| 98.5 | 198 | 1.0% |
| 98.25 | 10 | < 0.1% |
| 98 | 2084 | |
| 97.875 | 2 | < 0.1% |
| 97.75 | 5 | < 0.1% |
| Distinct | 949 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 14443 |
| Missing (%) | 71.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.4755218 |
| Minimum | 3 |
|---|---|
| Maximum | 9210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 23 |
| median | 42 |
| Q3 | 98 |
| 95-th percentile | 659.6 |
| Maximum | 9210 |
| Range | 9207 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 618.8133575 |
|---|---|
| Coefficient of variation (CV) | 3.391212977 |
| Kurtosis | 76.78142027 |
| Mean | 182.4755218 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 8.007395477 |
| Sum | 1075328.25 |
| Variance | 382929.9714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 131 | 0.6% |
| 18 | 131 | 0.6% |
| 19 | 123 | 0.6% |
| 17 | 122 | 0.6% |
| 16 | 118 | 0.6% |
| 22 | 116 | 0.6% |
| 20 | 111 | 0.5% |
| 21 | 108 | 0.5% |
| 15 | 106 | 0.5% |
| 23 | 101 | 0.5% |
| Other values (939) | 4726 | 23.2% |
| (Missing) | 14443 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 11 | |
| 8.25 | 1 | < 0.1% |
| 8.5 | 3 | < 0.1% |
| 9 | 16 | |
| 9.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9210 | 1 | |
| 8591 | 1 | |
| 8472 | 1 | |
| 7751 | 1 | |
| 7699 | 1 | |
| 7634 | 1 | |
| 7505 | 1 | |
| 7438.5 | 1 | |
| 7174 | 1 | |
| 6949 | 1 |
| Distinct | 284 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 427 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.49028078 |
| Minimum | 1 |
|---|---|
| Maximum | 232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 17 |
| Q3 | 26 |
| 95-th percentile | 59.5 |
| Maximum | 232 |
| Range | 231 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 18.27856067 |
|---|---|
| Coefficient of variation (CV) | 0.812731546 |
| Kurtosis | 10.28869399 |
| Mean | 22.49028078 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.698542597 |
| Sum | 447759 |
| Variance | 334.1057801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 838 | 4.1% |
| 14 | 832 | 4.1% |
| 11 | 830 | 4.1% |
| 12 | 806 | 4.0% |
| 15 | 786 | 3.9% |
| 16 | 740 | 3.6% |
| 10 | 719 | 3.5% |
| 17 | 647 | 3.2% |
| 9 | 609 | 3.0% |
| 18 | 597 | 2.9% |
| Other values (274) | 12505 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 14 | 0.1% |
| 2.5 | 5 | < 0.1% |
| 3 | 49 | 0.2% |
| 3.5 | 20 | 0.1% |
| 4 | 89 | |
| 4.5 | 35 | 0.2% |
| 5 | 190 | |
| 5.5 | 67 | 0.3% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 187.5 | 1 | |
| 177 | 1 | |
| 175.5 | 1 | |
| 172 | 1 | |
| 169.5 | 1 | |
| 169 | 1 | |
| 166.5 | 1 | |
| 166 | 1 | |
| 164 | 1 |
| Distinct | 679 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 14633 |
| Missing (%) | 72.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.3258811 |
| Minimum | 7 |
|---|---|
| Maximum | 3726 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 56.5 |
| median | 77 |
| Q3 | 114 |
| 95-th percentile | 277.9 |
| Maximum | 3726 |
| Range | 3719 |
| Interquartile range (IQR) | 57.5 |
Descriptive statistics
| Standard deviation | 131.6314989 |
|---|---|
| Coefficient of variation (CV) | 1.204028703 |
| Kurtosis | 170.2751897 |
| Mean | 109.3258811 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 9.686414502 |
| Sum | 623485.5 |
| Variance | 17326.8515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 78 | 0.4% |
| 67 | 74 | 0.4% |
| 55 | 74 | 0.4% |
| 63 | 71 | 0.3% |
| 60 | 70 | 0.3% |
| 49 | 69 | 0.3% |
| 61 | 68 | 0.3% |
| 53 | 68 | 0.3% |
| 52 | 66 | 0.3% |
| 69 | 65 | 0.3% |
| Other values (669) | 5000 | 24.6% |
| (Missing) | 14633 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 19.5 | 2 | |
| 20 | 2 | |
| 22 | 3 | |
| 22.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3726 | 1 | |
| 2528 | 1 | |
| 2332 | 1 | |
| 2145.5 | 1 | |
| 2020 | 1 | |
| 1669 | 1 | |
| 1500 | 1 | |
| 1451 | 1 | |
| 1437 | 1 | |
| 1279 | 1 |
| Distinct | 187 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 3789 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.347399831 |
| Minimum | 3.9 |
|---|---|
| Maximum | 17.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3.9 |
|---|---|
| 5-th percentile | 7.3 |
| Q1 | 7.9 |
| median | 8.3 |
| Q3 | 8.75 |
| 95-th percentile | 9.4 |
| Maximum | 17.5 |
| Range | 13.6 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 0.6970001317 |
|---|---|
| Coefficient of variation (CV) | 0.08349907107 |
| Kurtosis | 7.022790756 |
| Mean | 8.347399831 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 0.7303607778 |
| Sum | 138124.425 |
| Variance | 0.4858091837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.3 | 855 | 4.2% |
| 8.2 | 824 | 4.1% |
| 8.5 | 822 | 4.0% |
| 8.4 | 810 | 4.0% |
| 8.1 | 763 | 3.8% |
| 8.6 | 735 | 3.6% |
| 8 | 702 | 3.5% |
| 8.7 | 702 | 3.5% |
| 8.8 | 630 | 3.1% |
| 7.9 | 621 | 3.1% |
| Other values (177) | 9083 | |
| (Missing) | 3789 |
| Value | Count | Frequency (%) |
| 3.9 | 1 | < 0.1% |
| 4.5 | 2 | |
| 4.7 | 2 | |
| 5.2 | 1 | < 0.1% |
| 5.3 | 3 | |
| 5.4 | 1 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 5.6 | 3 | |
| 5.7 | 1 | < 0.1% |
| 5.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.5 | 1 | |
| 15.7 | 1 | |
| 15.6 | 1 | |
| 15.4 | 1 | |
| 14.95 | 1 | |
| 14.5 | 1 | |
| 14.15 | 1 | |
| 13.95 | 1 | |
| 13.1 | 1 | |
| 13 | 1 |
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 542 |
| Missing (%) | 2.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.5525538 |
| Minimum | 67.5 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 67.5 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 102.5 |
| median | 106 |
| Q3 | 109 |
| 95-th percentile | 113.5 |
| Maximum | 139 |
| Range | 71.5 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 5.188519711 |
|---|---|
| Coefficient of variation (CV) | 0.04915579514 |
| Kurtosis | 1.865026289 |
| Mean | 105.5525538 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2435998154 |
| Sum | 2089307.25 |
| Variance | 26.9207368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106 | 1410 | 6.9% |
| 107 | 1373 | 6.8% |
| 105 | 1328 | 6.5% |
| 108 | 1212 | 6.0% |
| 104 | 1158 | 5.7% |
| 109 | 1080 | 5.3% |
| 103 | 1030 | 5.1% |
| 110 | 856 | 4.2% |
| 102 | 830 | 4.1% |
| 101 | 703 | 3.5% |
| Other values (105) | 8814 |
| Value | Count | Frequency (%) |
| 67.5 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 79 | 2 | |
| 80 | 1 | < 0.1% |
| 81 | 4 | |
| 82 | 2 | |
| 82.5 | 1 | < 0.1% |
| 83 | 4 |
| Value | Count | Frequency (%) |
| 139 | 1 | < 0.1% |
| 136 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132.5 | 1 | < 0.1% |
| 131 | 3 | |
| 130.5 | 1 | < 0.1% |
| 129 | 2 | < 0.1% |
| 128.5 | 1 | < 0.1% |
| 128 | 6 |
| Distinct | 309 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 461 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.296369811 |
| Minimum | 0.1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.2 |
| 95-th percentile | 3.9 |
| Maximum | 28 |
| Range | 27.9 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 1.412576324 |
|---|---|
| Coefficient of variation (CV) | 1.089639941 |
| Kurtosis | 28.50670414 |
| Mean | 1.296369811 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 4.437319699 |
| Sum | 25765.35 |
| Variance | 1.995371872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 2048 | 10.1% |
| 0.8 | 1998 | 9.8% |
| 0.9 | 1698 | 8.3% |
| 0.6 | 1638 | 8.1% |
| 1 | 1233 | 6.1% |
| 0.5 | 1080 | 5.3% |
| 1.1 | 882 | 4.3% |
| 0.75 | 603 | 3.0% |
| 1.2 | 569 | 2.8% |
| 0.85 | 494 | 2.4% |
| Other values (299) | 7632 |
| Value | Count | Frequency (%) |
| 0.1 | 7 | < 0.1% |
| 0.15 | 3 | < 0.1% |
| 0.2 | 21 | 0.1% |
| 0.25 | 11 | 0.1% |
| 0.3 | 98 | 0.5% |
| 0.3 | 4 | < 0.1% |
| 0.35 | 59 | 0.3% |
| 0.4 | 401 | |
| 0.45 | 4 | < 0.1% |
| 0.45 | 157 | 0.8% |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 18.2 | 1 | |
| 17.6 | 1 | |
| 17.3 | 1 | |
| 15.85 | 1 | |
| 15.8 | 1 | |
| 15.7 | 1 | |
| 15.6 | 1 | |
| 14.75 | 1 | |
| 14.65 | 1 |
| Distinct | 147 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 19750 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.631399317 |
| Minimum | 0.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.4 |
| median | 1 |
| Q3 | 2.9 |
| 95-th percentile | 9.8875 |
| Maximum | 37.5 |
| Range | 37.4 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 4.444859175 |
|---|---|
| Coefficient of variation (CV) | 1.689161787 |
| Kurtosis | 18.54377071 |
| Mean | 2.631399317 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 3.80559874 |
| Sum | 1542 |
| Variance | 19.75677308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 53 | 0.3% |
| 0.1 | 43 | 0.2% |
| 0.4 | 42 | 0.2% |
| 0.3 | 31 | 0.2% |
| 0.6 | 27 | 0.1% |
| 0.5 | 24 | 0.1% |
| 0.8 | 20 | 0.1% |
| 0.7 | 15 | 0.1% |
| 0.9 | 14 | 0.1% |
| 1.6 | 13 | 0.1% |
| Other values (137) | 304 | 1.5% |
| (Missing) | 19750 |
| Value | Count | Frequency (%) |
| 0.1 | 43 | |
| 0.2 | 53 | |
| 0.25 | 2 | < 0.1% |
| 0.3 | 31 | |
| 0.35 | 5 | < 0.1% |
| 0.4 | 42 | |
| 0.45 | 3 | < 0.1% |
| 0.5 | 24 | |
| 0.55 | 3 | < 0.1% |
| 0.6 | 27 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 25.95 | 1 | |
| 25.2 | 1 | |
| 22.2 | 1 | |
| 21.65 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 19.8 | 1 |
| Distinct | 702 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 407 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.3958929 |
| Minimum | 19 |
|---|---|
| Maximum | 755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 107.5 |
| median | 123 |
| Q3 | 143.5 |
| 95-th percentile | 199 |
| Maximum | 755 |
| Range | 736 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 38.94551034 |
|---|---|
| Coefficient of variation (CV) | 0.2986712961 |
| Kurtosis | 17.93101417 |
| Mean | 130.3958929 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 2.760072682 |
| Sum | 2598659.75 |
| Variance | 1516.752776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 119 | 276 | 1.4% |
| 118 | 270 | 1.3% |
| 121 | 265 | 1.3% |
| 109 | 261 | 1.3% |
| 112 | 249 | 1.2% |
| 114 | 245 | 1.2% |
| 116 | 241 | 1.2% |
| 127 | 236 | 1.2% |
| 120 | 235 | 1.2% |
| 123 | 234 | 1.2% |
| Other values (692) | 17417 | |
| (Missing) | 407 | 2.0% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 31 | 1 | |
| 38 | 2 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 2 | |
| 46 | 2 | |
| 47 | 2 | |
| 48 | 1 | |
| 49 | 1 |
| Value | Count | Frequency (%) |
| 755 | 1 | |
| 671.5 | 1 | |
| 666 | 1 | |
| 563 | 1 | |
| 542 | 1 | |
| 531 | 1 | |
| 522.5 | 1 | |
| 501 | 1 | |
| 482.5 | 1 | |
| 472 | 1 |
| Distinct | 346 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 12603 |
| Missing (%) | 62.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.049350834 |
| Minimum | 0.3 |
|---|---|
| Maximum | 26.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.2 |
| median | 1.6 |
| Q3 | 2.3 |
| 95-th percentile | 4.5 |
| Maximum | 26.95 |
| Range | 26.65 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 1.693545629 |
|---|---|
| Coefficient of variation (CV) | 0.8263815063 |
| Kurtosis | 37.86768288 |
| Mean | 2.049350834 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 4.906191223 |
| Sum | 15847.63 |
| Variance | 2.868096798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 395 | 1.9% |
| 1.2 | 385 | 1.9% |
| 1.4 | 371 | 1.8% |
| 1.3 | 366 | 1.8% |
| 1.1 | 357 | 1.8% |
| 0.9 | 327 | 1.6% |
| 1.5 | 321 | 1.6% |
| 1.6 | 312 | 1.5% |
| 1.7 | 268 | 1.3% |
| 1.8 | 259 | 1.3% |
| Other values (336) | 4372 | 21.5% |
| (Missing) | 12603 |
| Value | Count | Frequency (%) |
| 0.3 | 3 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 20 | 0.1% |
| 0.55 | 8 | < 0.1% |
| 0.6 | 65 | |
| 0.6 | 3 | < 0.1% |
| 0.65 | 11 | 0.1% |
| 0.65 | 5 | < 0.1% |
| 0.7 | 131 |
| Value | Count | Frequency (%) |
| 26.95 | 1 | |
| 24.85 | 1 | |
| 22.3 | 1 | |
| 19.9 | 1 | |
| 19.3 | 1 | |
| 19 | 2 | |
| 18.2 | 1 | |
| 17.8 | 1 | |
| 17.5 | 1 | |
| 17.125 | 1 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1388 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.014033407 |
| Minimum | 0.8 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.2 |
| 95-th percentile | 2.55 |
| Maximum | 8.2 |
| Range | 7.4 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.3214007491 |
|---|---|
| Coefficient of variation (CV) | 0.1595806445 |
| Kurtosis | 18.47951537 |
| Mean | 2.014033407 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.820237523 |
| Sum | 38161.905 |
| Variance | 0.1032984415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2332 | |
| 1.9 | 2190 | 10.8% |
| 2.1 | 1800 | 8.9% |
| 1.8 | 1626 | 8.0% |
| 2.2 | 1414 | 7.0% |
| 1.7 | 1114 | 5.5% |
| 2.3 | 975 | 4.8% |
| 1.6 | 764 | 3.8% |
| 1.85 | 606 | 3.0% |
| 2.4 | 588 | 2.9% |
| Other values (91) | 5539 | |
| (Missing) | 1388 | 6.8% |
| Value | Count | Frequency (%) |
| 0.8 | 2 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| 1 | 10 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.1 | 14 | 0.1% |
| 1.15 | 1 | < 0.1% |
| 1.2 | 36 | |
| 1.2 | 2 | < 0.1% |
| 1.25 | 9 | < 0.1% |
| 1.3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 6.9 | 1 | |
| 6.6 | 1 | |
| 6.5 | 1 | |
| 6.2 | 1 | |
| 4.7 | 1 | |
| 4.5 | 1 | |
| 4.4 | 1 | |
| 4.2 | 2 | |
| 4.1 | 2 |
| Distinct | 277 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 3650 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.549626933 |
| Minimum | 0.45 |
|---|---|
| Maximum | 14.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.8 |
| median | 3.35 |
| Q3 | 4.05 |
| 95-th percentile | 5.7 |
| Maximum | 14.7 |
| Range | 14.25 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 1.208313267 |
|---|---|
| Coefficient of variation (CV) | 0.3404057073 |
| Kurtosis | 6.749329766 |
| Mean | 3.549626933 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | 1.772552306 |
| Sum | 59229.075 |
| Variance | 1.46002095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.2 | 597 | 2.9% |
| 3 | 586 | 2.9% |
| 3.3 | 577 | 2.8% |
| 3.5 | 559 | 2.7% |
| 3.1 | 546 | 2.7% |
| 2.8 | 531 | 2.6% |
| 3.4 | 520 | 2.6% |
| 3.7 | 487 | 2.4% |
| 2.9 | 481 | 2.4% |
| 2.7 | 473 | 2.3% |
| Other values (267) | 11329 | |
| (Missing) | 3650 | 17.9% |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.85 | 2 | < 0.1% |
| 0.9 | 7 | |
| 0.95 | 1 | < 0.1% |
| 1 | 7 | |
| 1.05 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.7 | 1 | |
| 14.35 | 1 | |
| 13.65 | 1 | |
| 13.3 | 1 | |
| 13.05 | 1 | |
| 13 | 1 | |
| 12.9 | 1 | |
| 12.65 | 1 | |
| 12.6 | 1 | |
| 12.5 | 1 |
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 433 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.123865749 |
| Minimum | 2.2 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.1 |
| Q3 | 4.4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 6.8 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.486336847 |
|---|---|
| Coefficient of variation (CV) | 0.1179322695 |
| Kurtosis | 2.429622932 |
| Mean | 4.123865749 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.8499025233 |
| Sum | 82077.3 |
| Variance | 0.2365235288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1552 | 7.6% |
| 4.1 | 1396 | 6.9% |
| 3.9 | 1342 | 6.6% |
| 3.8 | 1276 | 6.3% |
| 4.2 | 1237 | 6.1% |
| 4.3 | 1074 | 5.3% |
| 3.7 | 1005 | 4.9% |
| 4.4 | 943 | 4.6% |
| 4.5 | 754 | 3.7% |
| 3.6 | 686 | 3.4% |
| Other values (134) | 8638 |
| Value | Count | Frequency (%) |
| 2.2 | 1 | < 0.1% |
| 2.5 | 2 | < 0.1% |
| 2.6 | 2 | < 0.1% |
| 2.65 | 1 | < 0.1% |
| 2.7 | 5 | < 0.1% |
| 2.75 | 2 | < 0.1% |
| 2.8 | 15 | |
| 2.85 | 2 | < 0.1% |
| 2.9 | 13 | |
| 2.9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 7.3 | 1 | < 0.1% |
| 7.1 | 2 | |
| 6.9 | 3 | |
| 6.8 | 2 | |
| 6.8 | 2 | |
| 6.7 | 2 | |
| 6.6 | 3 | |
| 6.55 | 2 | |
| 6.5 | 3 |
| Distinct | 360 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 14566 |
| Missing (%) | 71.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.752551993 |
| Minimum | 0.1 |
|---|---|
| Maximum | 45.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.35 |
| 95-th percentile | 6.5 |
| Maximum | 45.9 |
| Range | 45.8 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 3.848280915 |
|---|---|
| Coefficient of variation (CV) | 2.195815548 |
| Kurtosis | 44.52482792 |
| Mean | 1.752551993 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 5.996750738 |
| Sum | 10112.225 |
| Variance | 14.809266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 522 | 2.6% |
| 0.4 | 520 | 2.6% |
| 0.5 | 509 | 2.5% |
| 0.6 | 420 | 2.1% |
| 0.7 | 381 | 1.9% |
| 0.2 | 322 | 1.6% |
| 0.8 | 307 | 1.5% |
| 0.9 | 239 | 1.2% |
| 1 | 189 | 0.9% |
| 1.1 | 142 | 0.7% |
| Other values (350) | 2219 | 10.9% |
| (Missing) | 14566 |
| Value | Count | Frequency (%) |
| 0.1 | 65 | 0.3% |
| 0.15 | 11 | 0.1% |
| 0.2 | 322 | |
| 0.25 | 43 | 0.2% |
| 0.3 | 522 | |
| 0.3 | 8 | < 0.1% |
| 0.35 | 47 | 0.2% |
| 0.4 | 520 | |
| 0.45 | 7 | < 0.1% |
| 0.45 | 58 | 0.3% |
| Value | Count | Frequency (%) |
| 45.9 | 1 | |
| 45.75 | 1 | |
| 44.9 | 1 | |
| 44.1 | 1 | |
| 43.2 | 1 | |
| 42.35 | 1 | |
| 40.75 | 1 | |
| 40.15 | 1 | |
| 39.6 | 1 | |
| 39 | 1 |
| Distinct | 254 |
|---|---|
| Distinct (%) | 51.9% |
| Missing | 19847 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.897239264 |
| Minimum | 0.3 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.35 |
| Q1 | 0.8 |
| median | 3.4 |
| Q3 | 12.7 |
| 95-th percentile | 36.54 |
| Maximum | 48 |
| Range | 47.7 |
| Interquartile range (IQR) | 11.9 |
Descriptive statistics
| Standard deviation | 11.46288056 |
|---|---|
| Coefficient of variation (CV) | 1.288363752 |
| Kurtosis | 1.758906915 |
| Mean | 8.897239264 |
| Median Absolute Deviation (MAD) | 2.95 |
| Skewness | 1.606216678 |
| Sum | 4350.75 |
| Variance | 131.3976307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 25 | 0.1% |
| 0.4 | 23 | 0.1% |
| 0.3 | 23 | 0.1% |
| 0.8 | 21 | 0.1% |
| 0.6 | 13 | 0.1% |
| 0.7 | 12 | 0.1% |
| 1 | 8 | < 0.1% |
| 1.2 | 7 | < 0.1% |
| 0.9 | 7 | < 0.1% |
| 1.15 | 6 | < 0.1% |
| Other values (244) | 344 | 1.7% |
| (Missing) | 19847 |
| Value | Count | Frequency (%) |
| 0.3 | 23 | |
| 0.35 | 3 | < 0.1% |
| 0.4 | 23 | |
| 0.45 | 1 | < 0.1% |
| 0.45 | 3 | < 0.1% |
| 0.5 | 25 | |
| 0.55 | 2 | < 0.1% |
| 0.6 | 13 | |
| 0.65 | 1 | < 0.1% |
| 0.7 | 12 |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 47.5 | 1 | |
| 46.5 | 1 | |
| 46 | 1 | |
| 45 | 2 | |
| 44.8 | 1 | |
| 44.2 | 1 | |
| 42.9 | 1 | |
| 42.5 | 1 | |
| 42.2 | 1 |
| Distinct | 841 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 364 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.65418962 |
| Minimum | 10.15 |
|---|---|
| Maximum | 66.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10.15 |
|---|---|
| 5-th percentile | 25.1 |
| Q1 | 28.35 |
| median | 31 |
| Q3 | 34.5 |
| 95-th percentile | 40.1 |
| Maximum | 66.4 |
| Range | 56.25 |
| Interquartile range (IQR) | 6.15 |
Descriptive statistics
| Standard deviation | 4.638895848 |
|---|---|
| Coefficient of variation (CV) | 0.14654919 |
| Kurtosis | 0.9451377878 |
| Mean | 31.65418962 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.6595302332 |
| Sum | 632197.475 |
| Variance | 21.51935469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 218 | 1.1% |
| 31 | 194 | 1.0% |
| 30 | 191 | 0.9% |
| 32 | 180 | 0.9% |
| 30.5 | 164 | 0.8% |
| 28 | 164 | 0.8% |
| 31.1 | 158 | 0.8% |
| 27 | 155 | 0.8% |
| 28.1 | 154 | 0.8% |
| 31.5 | 150 | 0.7% |
| Other values (831) | 18244 | |
| (Missing) | 364 | 1.8% |
| Value | Count | Frequency (%) |
| 10.15 | 1 | |
| 12 | 1 | |
| 14.4 | 1 | |
| 14.55 | 1 | |
| 16.8 | 1 | |
| 16.9 | 1 | |
| 17.75 | 1 | |
| 18.25 | 1 | |
| 18.3 | 1 | |
| 18.4 | 1 |
| Value | Count | Frequency (%) |
| 66.4 | 1 | |
| 62.45 | 1 | |
| 61.7 | 1 | |
| 61.05 | 1 | |
| 58.2 | 1 | |
| 56.1 | 1 | |
| 55.85 | 1 | |
| 55.3 | 2 | |
| 54.75 | 1 | |
| 54.5 | 1 |
| Distinct | 393 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 507 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.76507539 |
| Minimum | 3.3 |
|---|---|
| Maximum | 20.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 8.4 |
| Q1 | 9.6 |
| median | 10.6 |
| Q3 | 11.75 |
| 95-th percentile | 13.8 |
| Maximum | 20.3 |
| Range | 17 |
| Interquartile range (IQR) | 2.15 |
Descriptive statistics
| Standard deviation | 1.649797292 |
|---|---|
| Coefficient of variation (CV) | 0.1532545971 |
| Kurtosis | 0.4726858849 |
| Mean | 10.76507539 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.5523234009 |
| Sum | 213460.68 |
| Variance | 2.721831106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 418 | 2.1% |
| 10 | 412 | 2.0% |
| 10.2 | 401 | 2.0% |
| 10.3 | 399 | 2.0% |
| 9.8 | 388 | 1.9% |
| 9.7 | 380 | 1.9% |
| 10.8 | 372 | 1.8% |
| 10.1 | 365 | 1.8% |
| 10.7 | 360 | 1.8% |
| 10.6 | 354 | 1.7% |
| Other values (383) | 15980 | |
| (Missing) | 507 | 2.5% |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 4.15 | 1 | |
| 5.4 | 2 | |
| 5.6 | 1 | |
| 5.8 | 1 | |
| 6 | 1 | |
| 6.025 | 1 | |
| 6.05 | 1 | |
| 6.1 | 2 | |
| 6.175 | 1 |
| Value | Count | Frequency (%) |
| 20.3 | 1 | |
| 19.8 | 1 | |
| 19.3 | 2 | |
| 18.6 | 2 | |
| 18.45 | 1 | |
| 18.05 | 1 | |
| 17.95 | 1 | |
| 17.7 | 1 | |
| 17.6 | 2 | |
| 17.45 | 1 |
| Distinct | 1709 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 4496 |
| Missing (%) | 22.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.82851452 |
| Minimum | 16.9 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 16.9 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 27 |
| median | 30.9 |
| Q3 | 37.6 |
| 95-th percentile | 68.2 |
| Maximum | 150 |
| Range | 133.1 |
| Interquartile range (IQR) | 10.6 |
Descriptive statistics
| Standard deviation | 16.43467255 |
|---|---|
| Coefficient of variation (CV) | 0.4587037104 |
| Kurtosis | 13.90541029 |
| Mean | 35.82851452 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | 3.226363629 |
| Sum | 567523.67 |
| Variance | 270.0984618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.7 | 100 | 0.5% |
| 27.6 | 100 | 0.5% |
| 26.5 | 97 | 0.5% |
| 28.1 | 96 | 0.5% |
| 28.6 | 96 | 0.5% |
| 28 | 95 | 0.5% |
| 29.3 | 93 | 0.5% |
| 29.5 | 92 | 0.5% |
| 28.9 | 91 | 0.4% |
| 26.4 | 91 | 0.4% |
| Other values (1699) | 14889 | |
| (Missing) | 4496 | 22.1% |
| Value | Count | Frequency (%) |
| 16.9 | 1 | |
| 17.1 | 1 | |
| 17.2 | 1 | |
| 17.3 | 1 | |
| 17.65 | 1 | |
| 18.1 | 1 | |
| 18.25 | 1 | |
| 18.4 | 2 | |
| 18.45 | 1 | |
| 18.5 | 2 |
| Value | Count | Frequency (%) |
| 150 | 52 | |
| 148.4 | 1 | < 0.1% |
| 147.6 | 1 | < 0.1% |
| 147 | 2 | < 0.1% |
| 145.9 | 1 | < 0.1% |
| 145.5 | 1 | < 0.1% |
| 144.2 | 1 | < 0.1% |
| 144.1 | 1 | < 0.1% |
| 143.7 | 1 | < 0.1% |
| 142.1 | 1 | < 0.1% |
| Distinct | 984 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 625 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.69814266 |
| Minimum | 0.1 |
|---|---|
| Maximum | 319.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8.2 |
| median | 10.8 |
| Q3 | 13.95 |
| 95-th percentile | 20.6 |
| Maximum | 319.25 |
| Range | 319.15 |
| Interquartile range (IQR) | 5.75 |
Descriptive statistics
| Standard deviation | 6.675437823 |
|---|---|
| Coefficient of variation (CV) | 0.5706408287 |
| Kurtosis | 334.9965445 |
| Mean | 11.69814266 |
| Median Absolute Deviation (MAD) | 2.85 |
| Skewness | 10.89622191 |
| Sum | 230582.09 |
| Variance | 44.56147013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.3 | 181 | 0.9% |
| 9.8 | 161 | 0.8% |
| 10.2 | 159 | 0.8% |
| 9 | 159 | 0.8% |
| 10 | 157 | 0.8% |
| 11.2 | 155 | 0.8% |
| 10.7 | 154 | 0.8% |
| 9.2 | 151 | 0.7% |
| 8.5 | 149 | 0.7% |
| 9.7 | 147 | 0.7% |
| Other values (974) | 18138 | |
| (Missing) | 625 | 3.1% |
| Value | Count | Frequency (%) |
| 0.1 | 7 | |
| 0.15 | 1 | < 0.1% |
| 0.2 | 11 | |
| 0.25 | 1 | < 0.1% |
| 0.3 | 2 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.45 | 2 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.55 | 1 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 319.25 | 1 | |
| 206.3 | 1 | |
| 168.6 | 1 | |
| 160.6 | 1 | |
| 150.4 | 1 | |
| 135.4 | 1 | |
| 126.2 | 1 | |
| 120.5 | 1 | |
| 119.9 | 1 | |
| 116.5 | 1 |
| Distinct | 819 |
|---|---|
| Distinct (%) | 31.9% |
| Missing | 17769 |
| Missing (%) | 87.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.0294897 |
| Minimum | 52.5 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 52.5 |
|---|---|
| 5-th percentile | 124 |
| Q1 | 193 |
| median | 263 |
| Q3 | 384 |
| 95-th percentile | 655.35 |
| Maximum | 1383 |
| Range | 1330.5 |
| Interquartile range (IQR) | 191 |
Descriptive statistics
| Standard deviation | 168.1038227 |
|---|---|
| Coefficient of variation (CV) | 0.5404755121 |
| Kurtosis | 2.677224558 |
| Mean | 311.0294897 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 1.45608704 |
| Sum | 798412.7 |
| Variance | 28258.89521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202 | 16 | 0.1% |
| 214 | 15 | 0.1% |
| 217 | 14 | 0.1% |
| 222 | 14 | 0.1% |
| 239 | 14 | 0.1% |
| 183 | 14 | 0.1% |
| 168 | 13 | 0.1% |
| 206 | 13 | 0.1% |
| 233 | 13 | 0.1% |
| 248 | 13 | 0.1% |
| Other values (809) | 2428 | 11.9% |
| (Missing) | 17769 |
| Value | Count | Frequency (%) |
| 52.5 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 61.5 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 76 | 3 | |
| 78 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 80.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1383 | 1 | |
| 1246 | 1 | |
| 1211 | 1 | |
| 1161 | 1 | |
| 1051 | 1 | |
| 1030 | 1 | |
| 976 | 1 | |
| 960 | 1 | |
| 956 | 1 | |
| 946 | 1 |
| Distinct | 1229 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 585 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.4816819 |
| Minimum | 7 |
|---|---|
| Maximum | 1687.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 143.5 |
| median | 193 |
| Q3 | 256 |
| 95-th percentile | 400 |
| Maximum | 1687.5 |
| Range | 1680.5 |
| Interquartile range (IQR) | 112.5 |
Descriptive statistics
| Standard deviation | 105.563872 |
|---|---|
| Coefficient of variation (CV) | 0.4991631947 |
| Kurtosis | 10.53365289 |
| Mean | 211.4816819 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 2.062033431 |
| Sum | 4176974.7 |
| Variance | 11143.73107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 97 | 0.5% |
| 195 | 90 | 0.4% |
| 193 | 88 | 0.4% |
| 179 | 87 | 0.4% |
| 184 | 87 | 0.4% |
| 185 | 86 | 0.4% |
| 163 | 86 | 0.4% |
| 186 | 84 | 0.4% |
| 167 | 84 | 0.4% |
| 201 | 82 | 0.4% |
| Other values (1219) | 18880 | |
| (Missing) | 585 | 2.9% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8.5 | 1 | < 0.1% |
| 9 | 3 | |
| 9.5 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 14.5 | 2 | |
| 15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1687.5 | 1 | |
| 1544 | 1 | |
| 1343 | 1 | |
| 1300.5 | 1 | |
| 1191 | 1 | |
| 1167.5 | 1 | |
| 1125.5 | 1 | |
| 1096.5 | 1 | |
| 1067.5 | 1 | |
| 1056.5 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5971 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.6216129 |
| Minimum | 18.11 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 18.11 |
|---|---|
| 5-th percentile | 30.8475 |
| Q1 | 52.29 |
| median | 64.67 |
| Q3 | 75.66 |
| 95-th percentile | 84.95 |
| Maximum | 89 |
| Range | 70.89 |
| Interquartile range (IQR) | 23.37 |
Descriptive statistics
| Standard deviation | 16.23615352 |
|---|---|
| Coefficient of variation (CV) | 0.2592739594 |
| Kurtosis | -0.2520549698 |
| Mean | 62.6216129 |
| Median Absolute Deviation (MAD) | 11.61 |
| Skewness | -0.5902903968 |
| Sum | 1273473.12 |
| Variance | 263.6126812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65.82 | 13 | 0.1% |
| 69.68 | 12 | 0.1% |
| 61.08 | 12 | 0.1% |
| 68.17 | 12 | 0.1% |
| 65.47 | 12 | 0.1% |
| 71.37 | 12 | 0.1% |
| 68.37 | 11 | 0.1% |
| 69.58 | 11 | 0.1% |
| 78.42 | 11 | 0.1% |
| 60.88 | 11 | 0.1% |
| Other values (5961) | 20219 |
| Value | Count | Frequency (%) |
| 18.11 | 3 | |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| 18.24 | 1 | < 0.1% |
| 18.32 | 1 | < 0.1% |
| 18.34 | 1 | < 0.1% |
| 18.35 | 2 | |
| 18.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 1 | < 0.1% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | |
| 88.96 | 1 | < 0.1% |
| 88.95 | 4 | |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
| 88.92 | 5 | |
| 88.9 | 4 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 11834 | |
| 0.0 | 8502 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 11834 | |
| 0.0 | 8502 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40672 | |
| Other Punctuation | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| 1 | 11834 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| 1 | 5344 | 24.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| 1 | 5470 | 25.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
HospAdmTime
Real number (ℝ)
| Distinct | 7152 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -48.67841062 |
| Minimum | -3710.66 |
|---|---|
| Maximum | 23.99 |
| Zeros | 168 |
| Zeros (%) | 0.8% |
| Negative | 19912 |
| Negative (%) | 97.9% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -3710.66 |
|---|---|
| 5-th percentile | -236.12 |
| Q1 | -34.135 |
| median | -2.77 |
| Q3 | -0.02 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 3734.65 |
| Interquartile range (IQR) | 34.115 |
Descriptive statistics
| Standard deviation | 143.6833182 |
|---|---|
| Coefficient of variation (CV) | -2.951684666 |
| Kurtosis | 123.0885825 |
| Mean | -48.67841062 |
| Median Absolute Deviation (MAD) | 2.75 |
| Skewness | -8.542504055 |
| Sum | -989875.48 |
| Variance | 20644.89593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3749 | 18.4% |
| -0.03 | 2290 | 11.3% |
| -0.01 | 1114 | 5.5% |
| -0.04 | 658 | 3.2% |
| -0.05 | 314 | 1.5% |
| 0 | 168 | 0.8% |
| -0.06 | 136 | 0.7% |
| -0.07 | 82 | 0.4% |
| -0.08 | 40 | 0.2% |
| -0.09 | 32 | 0.2% |
| Other values (7142) | 11752 |
| Value | Count | Frequency (%) |
| -3710.66 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3141.55 | 1 | |
| -2668.77 | 1 | |
| -2562.53 | 1 | |
| -2506.69 | 1 | |
| -2476.58 | 1 | |
| -2379.76 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 226 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.84522522 |
| Minimum | 4.5 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 14 |
| median | 20.5 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 320 |
| Range | 315.5 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.71782428 |
|---|---|
| Coefficient of variation (CV) | 0.5621346929 |
| Kurtosis | 84.39630215 |
| Mean | 20.84522522 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 6.167088074 |
| Sum | 423908.5 |
| Variance | 137.3074058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.5 | 626 | 3.1% |
| 22 | 619 | 3.0% |
| 21 | 598 | 2.9% |
| 23.5 | 597 | 2.9% |
| 20.5 | 596 | 2.9% |
| 20 | 591 | 2.9% |
| 23 | 585 | 2.9% |
| 22.5 | 579 | 2.8% |
| 24 | 570 | 2.8% |
| 19.5 | 570 | 2.8% |
| Other values (216) | 14405 |
| Value | Count | Frequency (%) |
| 4.5 | 88 | 0.4% |
| 5 | 87 | 0.4% |
| 5.5 | 74 | 0.4% |
| 6 | 87 | 0.4% |
| 6.5 | 91 | 0.4% |
| 7 | 110 | |
| 7.5 | 149 | |
| 8 | 157 | |
| 8.5 | 206 | |
| 9 | 261 |
| Value | Count | Frequency (%) |
| 320 | 1 | < 0.1% |
| 309 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 169.5 | 1 | < 0.1% |
| 169 | 1 | < 0.1% |
| 168.5 | 5 | |
| 165.5 | 1 | < 0.1% |
| 164.5 | 1 | < 0.1% |
| 154 | 1 | < 0.1% |
| 153 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 536 |
| 0.5 | 23 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61008 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 19777 | |
| 1.0 | 536 | 2.6% |
| 0.5 | 23 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 19777 | |
| 1.0 | 536 | 2.6% |
| 0.5 | 23 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 40113 | |
| . | 20336 | |
| 1 | 536 | 0.9% |
| 5 | 23 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40672 | |
| Other Punctuation | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 40113 | |
| 1 | 536 | 1.3% |
| 5 | 23 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 40113 | |
| . | 20336 | |
| 1 | 536 | 0.9% |
| 5 | 23 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 40113 | |
| . | 20336 | |
| 1 | 536 | 0.9% |
| 5 | 23 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1790 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18546 | |
| 1.0 | 1790 | 8.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 18546 | |
| 1.0 | 1790 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40672 | |
| Other Punctuation | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| 1 | 1790 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.85793666 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 25 |
| median | 39 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 22.30865867 |
|---|---|
| Coefficient of variation (CV) | 0.5741081639 |
| Kurtosis | 40.49091179 |
| Mean | 38.85793666 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.703211094 |
| Sum | 790215 |
| Variance | 497.6762517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 700 | 3.4% |
| 39 | 665 | 3.3% |
| 38 | 656 | 3.2% |
| 40 | 634 | 3.1% |
| 41 | 632 | 3.1% |
| 37 | 632 | 3.1% |
| 43 | 600 | 3.0% |
| 42 | 597 | 2.9% |
| 44 | 580 | 2.9% |
| 46 | 560 | 2.8% |
| Other values (218) | 14080 |
| Value | Count | Frequency (%) |
| 8 | 124 | 0.6% |
| 9 | 122 | 0.6% |
| 10 | 95 | 0.5% |
| 11 | 114 | 0.6% |
| 12 | 121 | 0.6% |
| 13 | 145 | |
| 14 | 194 | |
| 15 | 231 | |
| 16 | 274 | |
| 17 | 348 |
| Value | Count | Frequency (%) |
| 336 | 5 | |
| 335 | 1 | < 0.1% |
| 334 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 305 | 2 | < 0.1% |
| 297 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 104.0 | 91.0 | 36.725 | 128.00 | 87.915 | NaN | 25.000 | NaN | 20.0 | 46.5 | 0.29 | 7.340 | 98.0 | 88.5 | 16.0 | 18.0 | 98.0 | 9.45 | 85.0 | 0.70 | NaN | 163.0 | NaN | 2.10 | 3.50 | 4.2 | 0.3 | NaN | 36.70 | 12.35 | NaN | 10.2 | NaN | 327.5 | 83.14 | 0.0 | NaN | NaN | -0.03 | 27.5 | 0.0 | 0.0 | 54.0 |
| 1 | 2 | 60.0 | 97.0 | 36.110 | 133.00 | 65.000 | 43.00 | 12.000 | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | 100.0 | NaN | 7.90 | 113.0 | 2.50 | NaN | 78.0 | NaN | 2.50 | 4.40 | 5.1 | NaN | NaN | 27.80 | 9.70 | NaN | 11.0 | NaN | 158.0 | 75.91 | 0.0 | 0.0 | 1.0 | -98.60 | 12.0 | 0.0 | 0.0 | 23.0 |
| 2 | 3 | 81.0 | 95.0 | 37.585 | 140.00 | 81.000 | 53.50 | 26.000 | NaN | 6.5 | 31.0 | 0.60 | 7.490 | 39.5 | NaN | NaN | 30.0 | NaN | 11.00 | 99.0 | 0.90 | NaN | 113.0 | NaN | 2.40 | 2.40 | 3.8 | NaN | NaN | 28.15 | 9.10 | 30.0 | 8.7 | NaN | 486.0 | 45.82 | 0.0 | 1.0 | 0.0 | -1195.71 | 24.5 | 0.0 | 0.0 | 48.0 |
| 3 | 4 | 105.0 | 98.0 | 36.390 | 114.50 | 67.835 | 50.25 | 18.000 | NaN | 0.0 | 22.0 | NaN | 7.400 | 43.0 | 98.0 | NaN | 16.5 | NaN | 8.20 | 106.5 | 0.80 | NaN | 84.0 | NaN | 2.05 | 3.80 | 4.3 | NaN | NaN | 25.80 | 8.30 | 21.8 | 7.6 | NaN | 182.0 | 65.71 | 0.0 | 0.0 | 1.0 | -8.77 | 15.0 | 0.0 | 0.0 | 29.0 |
| 4 | 5 | 73.5 | 97.0 | 37.220 | 133.50 | 87.000 | NaN | 16.000 | NaN | NaN | 25.0 | NaN | NaN | NaN | NaN | 16.0 | 7.0 | 65.0 | 8.20 | 105.0 | 0.60 | NaN | 128.0 | NaN | 2.20 | 2.80 | 3.6 | 0.6 | NaN | 41.00 | 14.40 | 29.0 | 8.0 | NaN | 276.0 | 28.09 | 1.0 | 1.0 | 0.0 | -0.05 | 25.5 | 0.0 | 0.0 | 48.0 |
| 5 | 6 | 100.5 | 98.5 | 36.670 | 122.00 | 89.000 | NaN | 24.000 | NaN | 0.0 | 29.0 | 0.40 | 7.340 | 47.0 | NaN | NaN | 9.0 | NaN | NaN | 111.0 | 0.70 | NaN | 73.0 | 1.4 | NaN | NaN | 3.8 | NaN | NaN | 36.90 | 12.20 | NaN | 12.0 | NaN | 298.0 | 52.01 | 1.0 | 1.0 | 0.0 | -0.03 | 11.0 | 0.0 | 0.0 | 17.0 |
| 6 | 7 | 121.0 | 95.0 | 37.885 | 109.00 | 74.500 | 60.00 | 21.000 | NaN | -9.0 | 16.0 | 0.40 | 7.330 | 27.0 | NaN | 452.0 | 66.0 | 88.0 | 7.35 | 115.5 | 3.85 | NaN | 193.5 | 2.2 | 1.75 | 1.30 | 3.1 | 1.4 | NaN | 41.85 | 15.30 | 26.3 | 9.3 | NaN | 45.0 | 64.24 | 1.0 | 1.0 | 0.0 | -0.05 | 23.0 | 0.0 | 0.0 | 45.0 |
| 7 | 8 | 75.0 | 100.0 | 36.220 | 108.75 | 65.000 | 48.50 | 16.750 | NaN | -8.0 | 15.0 | NaN | 7.355 | 27.0 | NaN | NaN | 29.0 | NaN | 8.00 | 106.0 | 1.20 | NaN | 108.0 | 1.6 | 1.90 | 3.50 | 4.9 | NaN | NaN | 25.90 | 8.90 | NaN | 9.4 | NaN | 213.0 | 87.08 | 1.0 | NaN | NaN | -2.23 | 20.5 | 0.0 | 0.0 | 40.0 |
| 8 | 9 | 113.0 | 98.0 | 37.720 | 120.00 | 80.000 | 65.00 | 21.875 | NaN | 0.0 | 27.0 | 0.40 | 7.370 | 48.0 | 97.0 | NaN | 19.0 | NaN | 8.00 | 107.0 | 0.90 | NaN | 119.5 | 2.2 | 2.05 | 3.05 | 3.7 | NaN | NaN | 27.40 | 9.60 | 30.9 | 10.9 | 232.5 | 175.0 | 27.92 | 1.0 | NaN | NaN | -0.03 | 129.5 | 0.0 | 1.0 | 258.0 |
| 9 | 10 | 79.0 | 96.0 | 37.000 | 112.00 | 72.000 | 54.00 | 19.000 | NaN | 0.0 | 24.0 | 0.40 | 7.405 | 37.5 | 97.0 | NaN | 17.5 | NaN | NaN | 106.0 | 1.00 | NaN | 107.0 | 1.1 | 2.10 | NaN | 3.9 | NaN | NaN | 31.90 | 10.20 | 29.9 | 9.3 | NaN | 111.0 | 76.71 | 0.0 | 0.0 | 1.0 | -2.36 | 14.0 | 0.0 | 0.0 | 23.0 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20326 | 20634 | 87.50 | 96.0 | 37.700 | 105.25 | 67.5 | 53.0 | 16.50 | NaN | 2.0 | 27.0 | 0.5 | 7.415 | 43.0 | 96.0 | NaN | 15.0 | NaN | NaN | 111.0 | 0.65 | NaN | 136.0 | NaN | 2.20 | NaN | 4.15 | NaN | NaN | 27.55 | 9.95 | 30.00 | 8.30 | NaN | 224.5 | 57.26 | 1.0 | 0.0 | 1.0 | -2.90 | 12.5 | 0.0 | 0.0 | 20.0 |
| 20327 | 20635 | 70.00 | 96.0 | 36.860 | 127.00 | 81.0 | 62.0 | 16.00 | NaN | 0.0 | 24.0 | NaN | 7.410 | 37.0 | NaN | NaN | 12.0 | NaN | 7.80 | 110.0 | 0.80 | NaN | 107.0 | 1.0 | 1.80 | 2.20 | 3.70 | NaN | NaN | 28.70 | 10.10 | 39.95 | 9.00 | NaN | 301.0 | 56.75 | 1.0 | NaN | NaN | -0.01 | 22.5 | 0.0 | 0.0 | 42.0 |
| 20328 | 20636 | 69.50 | 96.0 | 36.220 | 104.00 | 69.0 | 48.0 | 14.00 | NaN | 0.0 | 24.0 | 0.5 | 7.390 | 41.5 | 94.0 | 1033.0 | 36.0 | 204.0 | NaN | 104.0 | 1.35 | NaN | 82.5 | NaN | 1.90 | NaN | 4.50 | 1.8 | NaN | 27.50 | 9.50 | 38.30 | 5.80 | NaN | 215.5 | 82.36 | 0.0 | 0.0 | 1.0 | 0.32 | 26.0 | 0.0 | 0.0 | 43.0 |
| 20329 | 20637 | 96.25 | 97.0 | 36.415 | 127.50 | 94.0 | 74.0 | 18.00 | NaN | -7.0 | 17.0 | 0.4 | 7.260 | 42.0 | NaN | NaN | 61.0 | NaN | 8.30 | 95.0 | 3.80 | NaN | 164.0 | 0.7 | 1.90 | 5.60 | 5.20 | NaN | NaN | 28.80 | 9.60 | 35.85 | 10.50 | NaN | 248.0 | 60.66 | 1.0 | 1.0 | 0.0 | -0.02 | 72.5 | 0.0 | 1.0 | 142.0 |
| 20330 | 20638 | 80.00 | 98.0 | 36.830 | 145.00 | 88.0 | 65.0 | 18.50 | NaN | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | 17.0 | NaN | 9.10 | 109.0 | 1.30 | NaN | 98.0 | NaN | 2.10 | 3.50 | 3.60 | NaN | NaN | 37.70 | 13.00 | 24.80 | 7.60 | NaN | 176.0 | 68.38 | 1.0 | NaN | NaN | -0.02 | 22.0 | 0.0 | 0.0 | 41.0 |
| 20331 | 20639 | 82.00 | 99.0 | 36.375 | 101.25 | 70.0 | NaN | 20.00 | NaN | NaN | 19.0 | NaN | NaN | NaN | NaN | 80.0 | 32.0 | 154.0 | 8.20 | 105.0 | 0.80 | NaN | 89.0 | NaN | 1.60 | 4.00 | 4.10 | 3.1 | NaN | 28.60 | 9.70 | 33.40 | 18.10 | 263.0 | 25.0 | 59.14 | 1.0 | 1.0 | 0.0 | -0.02 | 13.5 | 0.0 | 0.0 | 26.0 |
| 20332 | 20640 | 79.00 | 95.5 | 37.400 | 125.00 | 76.0 | 54.5 | 15.25 | NaN | -4.0 | 20.0 | 0.7 | 7.360 | 36.5 | 97.0 | NaN | 15.0 | NaN | 7.70 | 106.0 | 0.70 | NaN | 153.0 | NaN | 2.10 | NaN | 4.35 | NaN | NaN | 28.30 | 11.20 | 35.40 | 14.30 | NaN | 148.0 | 74.53 | 0.0 | 0.0 | 1.0 | -59.09 | 15.0 | 0.0 | 0.0 | 25.0 |
| 20333 | 20641 | 84.50 | 98.0 | 37.055 | 113.50 | 66.0 | 63.0 | 15.00 | NaN | NaN | 30.5 | NaN | NaN | NaN | NaN | NaN | 17.0 | NaN | 8.85 | 99.0 | 0.75 | NaN | 109.0 | NaN | 2.25 | 3.55 | 3.50 | NaN | NaN | 32.65 | 11.10 | 23.00 | 9.15 | NaN | 302.5 | 33.01 | 1.0 | NaN | NaN | -0.01 | 16.0 | 0.0 | 0.0 | 21.0 |
| 20334 | 20642 | 94.00 | 100.0 | 36.560 | 107.00 | 75.0 | 55.5 | 18.00 | NaN | 0.0 | 27.5 | 0.5 | 7.450 | 34.0 | 99.0 | NaN | 12.0 | NaN | 8.85 | 106.0 | 0.40 | NaN | 118.0 | NaN | 1.95 | 4.20 | 4.20 | NaN | NaN | 30.80 | 10.30 | 27.40 | 7.30 | NaN | 257.0 | 69.80 | 0.0 | NaN | NaN | -10.58 | 21.5 | 0.0 | 0.0 | 42.0 |
| 20335 | 20643 | 90.00 | 97.5 | 38.440 | 149.00 | 90.0 | 72.0 | 16.00 | NaN | 1.0 | 26.0 | 0.5 | 7.420 | 41.0 | 98.0 | 103.5 | 20.5 | 128.5 | 8.30 | 104.0 | 2.20 | NaN | 175.0 | 1.6 | 2.25 | 3.90 | 3.85 | 0.7 | NaN | 29.70 | 11.55 | 29.75 | 13.95 | NaN | 325.5 | 62.29 | 1.0 | NaN | NaN | -0.03 | 19.0 | 0.0 | 1.0 | 33.0 |